Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9975167 | 0.9582335 | 0.7539096 |
| bt | 0.8440094 | 0.5431909 | 0.1885181 |
| maxnet | 0.8098059 | 0.5144288 | NA |
| gam | 0.8290879 | 0.5466118 | 0.2382233 |
| glm | 0.7317957 | 0.4599797 | 0.1034950 |